Evidence map›Paper›PMID 37097482›Full record

SynthesisAdvances in health sciences education : theory and practice2023

Moderators uncertainty tolerance (UT) in healthcare: a systematic review.

Ana Yap, Priscilla Johanesen, Chris Walsh

Open access · hybridAbstract readSystematic Review
In one paragraph

Synthesis in Advances in health sciences education : theory and practice, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
4.3field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 17 citations in OpenAlex.

  1. Article
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  10. "With Great Responsibility Comes Great Uncertainty".Journal of general internal medicine · 2025
    Article
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  12. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors at 3 institutions in 2 countries.

Ana YapDepartment of Microbiology, Biomedical Discovery Institute, Monash University, Clayton, Victoria, 3800, Australia. Ana.Yap@monash.edu.ORCID 0000-0002-3128-534X
Priscilla JohanesenDepartment of Microbiology, Biomedical Discovery Institute, Monash University, Clayton, Victoria, 3800, Australia.
Chris WalshVictoria University, Victoria University (VU) Online, Melbourne, VIC, Australia.
Discovery Institute · USMonash University · AUVictoria University · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Uncertainty tolerance (UT) is integral to healthcare. Providers' responses to medical uncertainty has ramifications on the healthcare system, the healthcare provider and the patient. Understanding healthcare providers' UT, is important for improving patient-care outcomes. Understanding whether and to what extent it is possible to modulate individuals' perceptions and responses to medical uncertainty, can provide insights into mechanisms for support for training and education. The objectives of this review were to further characterize moderators of healthcare UT and explore moderator influences on the perceptions and responses to uncertainty experienced by healthcare professionals. Framework analysis of qualitative primary literature was conducted on 17 articles, focusing on the impacts of UT on healthcare providers. Three domains of moderators were identified and characterized relating to the healthcare provider's personal attributes, patient-derived uncertainty and the healthcare system. These domains were further categorized into themes and subthemes. Results suggest these moderators influence perceptions and responses to healthcare uncertainty across a spectrum ranging from positive to negative to uncertain. In this way, UT could be a state-based construct within healthcare settings and is contextually determined. Our findings further characterize the integrative model of uncertainty tolerance (IMUT) (Hillen Social Science and Medicine 180, 62-75, 2017) and provide evidence for the relationship between moderators and their influences on cognitive, emotional and behavioral responses to uncertainty. These findings provide a foundation for understanding the complex nature of the UT construct, add to theory development, and provide groundwork for future research exploring appropriate support for training and education in healthcare fields.

Indexed as

Delivery of Health CareHealth PersonnelEducational StatusHumansUncertaintyHealthcare professionalsModeratorsQualitativeResponsesSystematic reviewToleranceUncertainty

Identifiers

PMID37097482
PMCPMC10700225
OpenAlexW4366989384

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.